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math.ST2008★ 75 cited
Smooth backfitting in generalized additive models
Kyusang Yu, Byeong U. Park, Enno Mammen
Generalized additive models have been popular among statisticians and data analysts in multivariate nonparametric regression with non-Gaussian responses including binary and count…
math.ST2007★ 37 cited
A simple smooth backfitting method for additive models
Enno Mammen, Byeong U. Park
In this paper a new smooth backfitting estimate is proposed for additive regression models. The estimate has the simple structure of Nadaraya--Watson smooth backfitting but at the…